{"id":1557,"date":"2026-03-25T05:30:06","date_gmt":"2026-03-25T05:30:06","guid":{"rendered":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/"},"modified":"2026-03-25T05:30:06","modified_gmt":"2026-03-25T05:30:06","slug":"balancing-normalization-read-performance-erd","status":"publish","type":"post","link":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/","title":{"rendered":"\u5728\u5be6\u9ad4\u95dc\u4fc2\u5716\u4e2d\u5e73\u8861\u6b63\u898f\u5316\u8207\u8b80\u53d6\u6548\u80fd"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img alt=\"Infographic in stamp and washi tape style illustrating the balance between database normalization and read performance in ER diagrams, showing normalization forms (1NF-BCNF), read cost factors (joins, I\/O, CPU), optimization strategies (denormalization, materialized views, read replicas, indexing), and a decision framework for when to normalize versus denormalize based on workload patterns\" decoding=\"async\" src=\"https:\/\/www.ez-knowledge.com\/wp-content\/uploads\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg\"\/><\/figure>\n<\/div>\n<p>\u8a2d\u8a08\u8cc7\u6599\u5eab\u7d50\u69cb\u5f88\u5c11\u662f\u901f\u5ea6\u8207\u7d50\u69cb\u4e4b\u9593\u7684\u4e8c\u5143\u9078\u64c7\u3002\u9019\u662f\u4e00\u7a2e\u59a5\u5354\u7684\u7df4\u7fd2\u3002\u7576\u67b6\u69cb\u5e2b\u5efa\u7acb\u5be6\u9ad4\u95dc\u4fc2\u5716\uff08ERD\uff09\u6642\uff0c\u7d93\u5e38\u9762\u81e8\u56b4\u683c\u8cc7\u6599\u5b8c\u6574\u6027\u8207\u9ad8\u6d41\u91cf\u61c9\u7528\u6240\u9700\u7684\u539f\u59cb\u901f\u5ea6\u4e4b\u9593\u7684\u77db\u76fe\u3002\u6b63\u898f\u5316\u80fd\u6e1b\u5c11\u5197\u9918\uff0c\u78ba\u4fdd\u8cc7\u6599\u7684\u4e00\u81f4\u6027\u3002\u7136\u800c\uff0c\u7dad\u6301\u9019\u7a2e\u4e00\u81f4\u6027\u7684\u4ee3\u50f9\u901a\u5e38\u4ee5\u8b80\u53d6\u6548\u80fd\u7684\u640d\u5931\u4f86\u652f\u4ed8\u3002<\/p>\n<p>\u672c\u6587\u63a2\u8a0e\u9019\u7a2e\u5e73\u8861\u7684\u6280\u8853\u7d30\u7bc0\u3002\u6211\u5011\u5c07\u6aa2\u8996\u6b63\u898f\u5316\u5982\u4f55\u5f71\u97ff\u9023\u63a5\u64cd\u4f5c\uff0c\u8b80\u5927\u91cf\u5de5\u4f5c\u8ca0\u8f09\u5982\u4f55\u6c7a\u5b9a\u7d50\u69cb\u7684\u8b8a\u66f4\uff0c\u4ee5\u53ca\u5728\u7d50\u69cb\u826f\u597d\u7684\u8cc7\u6599\u5eab\u8207\u9ad8\u6548\u80fd\u8cc7\u6599\u5eab\u4e4b\u9593\u7684\u754c\u9650\u4f55\u5728\u3002<\/p>\n<h2>\u7406\u89e3\u6b63\u898f\u5316\uff1a\u57fa\u790e \ud83d\udee1\ufe0f<\/h2>\n<p>\u6b63\u898f\u5316\u662f\u7d44\u7e54\u8cc7\u6599\u4ee5\u6e1b\u5c11\u5197\u9918\u4e26\u63d0\u5347\u8cc7\u6599\u5b8c\u6574\u6027\u7684\u904e\u7a0b\u3002\u5b83\u6d89\u53ca\u5c07\u5927\u578b\u8868\u683c\u62c6\u5206\u70ba\u8f03\u5c0f\u4e14\u908f\u8f2f\u6027\u66f4\u5f37\u7684\u8868\u683c\uff0c\u4e26\u5728\u5b83\u5011\u4e4b\u9593\u5b9a\u7fa9\u95dc\u4fc2\u3002\u76ee\u6a19\u662f\u5728\u63d2\u5165\u3001\u66f4\u65b0\u548c\u522a\u9664\u6642\u6d88\u9664\u7570\u5e38\u60c5\u6cc1\u3002<\/p>\n<h3>\u95dc\u9375\u6b63\u898f\u5316\u5f62\u5f0f<\/h3>\n<ul>\n<li>\n<p><strong>\u7b2c\u4e00\u6b63\u898f\u5316\u5f62\u5f0f\uff081NF\uff09\uff1a<\/strong> \u78ba\u4fdd\u539f\u5b50\u6027\u3002\u6bcf\u500b\u6b04\u4f4d\u50c5\u5305\u542b\u4e00\u500b\u503c\u3002\u4e0d\u5f97\u6709\u91cd\u8907\u7684\u7fa4\u7d44\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7b2c\u4e8c\u6b63\u898f\u5316\u5f62\u5f0f\uff082NF\uff09\uff1a<\/strong> \u5efa\u7acb\u57281NF\u4e4b\u4e0a\u3002\u6240\u6709\u975e\u9375\u5c6c\u6027\u5fc5\u9808\u5b8c\u5168\u4f9d\u8cf4\u65bc\u4e3b\u9375\u3002\u6d88\u9664\u90e8\u5206\u4f9d\u8cf4\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7b2c\u4e09\u6b63\u898f\u5316\u5f62\u5f0f\uff083NF\uff09\uff1a<\/strong> \u5efa\u7acb\u57282NF\u4e4b\u4e0a\u3002\u6d88\u9664\u50b3\u905e\u4f9d\u8cf4\u3002\u975e\u9375\u5c6c\u6027\u50c5\u4f9d\u8cf4\u65bc\u9375\u3001\u6574\u500b\u9375\uff0c\u4e14\u50c5\u4f9d\u8cf4\u65bc\u9375\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u535a\u4f0a\u65af-\u79d1\u5fb7\u6b63\u898f\u5316\u5f62\u5f0f\uff08BCNF\uff09\uff1a<\/strong> 3NF \u7684\u66f4\u56b4\u683c\u7248\u672c\uff0c\u7528\u4ee5\u8655\u7406\u7279\u5b9a\u7684\u4f9d\u8cf4\u7570\u5e38\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u96d6\u7136\u9075\u5faa\u9019\u4e9b\u5f62\u5f0f\u80fd\u78ba\u4fdd\u8cc7\u6599\u5eab\u7684\u4e7e\u6de8\uff0c\u4f46\u6703\u589e\u52a0\u67e5\u8a62\u7684\u8907\u96dc\u6027\u3002ER\u5716\u4e2d\u5b9a\u7fa9\u7684\u6bcf\u4e00\u500b\u95dc\u4fc2\u90fd\u53ef\u80fd\u6210\u70ba\u4e00\u6b21\u9023\u63a5\u64cd\u4f5c\u3002<\/p>\n<h2>\u8b80\u53d6\u7684\u4ee3\u50f9 \ud83d\udcb8<\/h2>\n<p>\u7576\u4f60\u5c0d\u8cc7\u6599\u9032\u884c\u6b63\u898f\u5316\u6642\uff0c\u7d93\u5e38\u6703\u5c07\u8cc7\u8a0a\u5206\u6563\u5728\u591a\u500b\u8868\u683c\u4e2d\u3002\u70ba\u4e86\u53d6\u5f97\u5b8c\u6574\u7684\u8a18\u9304\uff0c\u8cc7\u6599\u5eab\u5f15\u64ce\u5fc5\u9808\u57f7\u884c\u9023\u63a5\u64cd\u4f5c\u3002\u9023\u63a5\u64cd\u4f5c\u5728\u8a08\u7b97\u4e0a\u662f\u6602\u8cb4\u7684\u3002<\/p>\n<h3>\u70ba\u4ec0\u9ebc\u9023\u63a5\u6703\u62d6\u6162\u67e5\u8a62<\/h3>\n<ul>\n<li>\n<p><strong>\u78c1\u789f\u8f38\u5165\/\u8f38\u51fa\uff08I\/O\uff09\uff1a<\/strong> \u5982\u679c\u8868\u683c\u672a\u88ab\u5b8c\u7f8e\u7d22\u5f15\u6216\u5feb\u53d6\uff0c\u5f15\u64ce\u5fc5\u9808\u5728\u78c1\u789f\u7684\u4e0d\u540c\u7269\u7406\u4f4d\u7f6e\u5c0b\u627e\u8cc7\u6599\u3002<\/p>\n<\/li>\n<li>\n<p><strong>CPU \u958b\u92b7\uff1a<\/strong> \u8cc7\u6599\u5eab\u5fc5\u9808\u5c07\u4e00\u500b\u8868\u683c\u7684\u9375\u8207\u53e6\u4e00\u500b\u8868\u683c\u7684\u9375\u9032\u884c\u5339\u914d\u3002\u9019\u9700\u8981\u5927\u91cf\u7684\u8655\u7406\u80fd\u529b\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u9396\u7af6\u722d\uff1a<\/strong> \u8907\u96dc\u7684\u9023\u63a5\u53ef\u80fd\u9577\u6642\u9593\u6301\u6709\u9396\uff0c\u963b\u7919\u5176\u4ed6\u4ea4\u6613\u5b58\u53d6\u76f8\u95dc\u8cc7\u6599\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8a18\u61b6\u9ad4\u58d3\u529b\uff1a<\/strong> \u5927\u578b\u9023\u63a5\u64cd\u4f5c\u9700\u8981\u5927\u91cf\u7684\u8a18\u61b6\u9ad4\u7de9\u885d\u5340\u4f86\u6392\u5e8f\u548c\u96dc\u6e4a\u8cc7\u6599\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u5728\u8b80\u5927\u91cf\u74b0\u5883\u4e2d\uff0c\u4f8b\u5982\u5831\u8868\u5100\u8868\u677f\u6216\u516c\u958b\u7684API\uff0c\u9019\u7a2e\u5ef6\u9072\u662f\u7121\u6cd5\u63a5\u53d7\u7684\u3002\u4f7f\u7528\u8005\u671f\u671b\u5373\u6642\u56de\u61c9\u3002\u4e00\u500b\u9700\u8981100\u6beb\u79d2\u624d\u80fd\u8fd4\u56de\u6b63\u898f\u5316\u8cc7\u6599\u7684\u67e5\u8a62\uff0c\u82e5\u63a1\u7528\u975e\u6b63\u898f\u5316\uff0c\u53ef\u80fd\u50c5\u970010\u6beb\u79d2\u3002<\/p>\n<h2>\u512a\u5316\u7b56\u7565 \ud83d\ude80<\/h2>\n<p>\u70ba\u4e86\u5e73\u8861\u5b8c\u6574\u6027\u8207\u901f\u5ea6\uff0c\u67b6\u69cb\u5e2b\u6703\u63a1\u7528\u7279\u5b9a\u7684\u6a21\u5f0f\u3002\u9019\u4e9b\u7b56\u7565\u8b93\u60a8\u80fd\u5728\u6700\u95dc\u9375\u7684\u5730\u65b9\u4fdd\u6301\u8cc7\u6599\u5eab\u7684\u6b63\u898f\u5316\uff0c\u540c\u6642\u5728\u8b80\u53d6\u6548\u80fd\u81f3\u95dc\u91cd\u8981\u7684\u5730\u65b9\u9032\u884c\u512a\u5316\u3002<\/p>\n<h3>1. \u9078\u64c7\u6027\u975e\u6b63\u898f\u5316<\/h3>\n<p>\u4e26\u975e\u6240\u6709\u8868\u683c\u90fd\u9700\u8981\u5b8c\u5168\u898f\u7bc4\u5316\u3002\u8b58\u5225\u6700\u5e38\u88ab\u5b58\u53d6\u7684\u8cc7\u6599\uff0c\u4e26\u5197\u9918\u5132\u5b58\u3002\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u7d93\u5e38\u67e5\u8a62\u4f7f\u7528\u8005\u59d3\u540d\u53ca\u5176\u8a02\u55ae\u6b77\u53f2\uff0c\u5c07\u4f7f\u7528\u8005\u59d3\u540d\u76f4\u63a5\u5132\u5b58\u5728\u8a02\u55ae\u8868\u683c\u4e2d\u53ef\u907f\u514d\u4e00\u6b21\u9023\u63a5\u3002<\/p>\n<h3>2. \u7269\u5316\u6aa2\u8996<\/h3>\n<p>\u7269\u5316\u6aa2\u8996\u6703\u5c07\u67e5\u8a62\u7d50\u679c\u4ee5\u5be6\u9ad4\u65b9\u5f0f\u5132\u5b58\u5728\u78c1\u789f\u4e0a\u3002\u5b83\u672c\u8cea\u4e0a\u662f\u4e00\u500b\u9810\u5148\u8a08\u7b97\u7684\u8868\u683c\u3002\u7576\u8cc7\u6599\u8b8a\u66f4\u6642\uff0c\u6aa2\u8996\u5fc5\u9808\u91cd\u65b0\u6574\u7406\u3002\u9019\u975e\u5e38\u9069\u5408\u4e0d\u9700\u8981\u5373\u6642\u6e96\u78ba\u6027\u7684\u8907\u96dc\u805a\u5408\u3002<\/p>\n<h3>3. \u8b80\u53d6\u8907\u672c<\/h3>\n<p>\u5c07\u8b80\u53d6\u5de5\u4f5c\u8ca0\u8f09\u8207\u5beb\u5165\u5de5\u4f5c\u8ca0\u8f09\u5206\u96e2\u3002\u6240\u6709\u5beb\u5165\u64cd\u4f5c\u90fd\u5c0e\u5411\u4e3b\u8cc7\u6599\u5eab\uff0c\u5176\u4fdd\u6301\u898f\u7bc4\u5316\u3002\u6240\u6709\u8b80\u53d6\u64cd\u4f5c\u90fd\u5c0e\u5411\u8907\u672c\u3002\u9019\u4f7f\u5f97\u8907\u672c\u53ef\u4ee5\u4ee5\u4e0d\u540c\u65b9\u5f0f\u512a\u5316\uff0c\u4f8b\u5982\u589e\u52a0\u7d22\u5f15\u6216\u4f7f\u7528\u975e\u898f\u7bc4\u5316\u7d50\u69cb\uff0c\u800c\u4e0d\u5f71\u97ff\u4e8b\u52d9\u5b8c\u6574\u6027\u3002<\/p>\n<h3>4. \u7d22\u5f15\u7b56\u7565<\/h3>\n<p>\u5373\u4f7f\u898f\u7bc4\u5316\u7684\u8cc7\u6599\u5eab\uff0c\u53ea\u8981\u642d\u914d\u6b63\u78ba\u7684\u7d22\u5f15\uff0c\u4e5f\u80fd\u8868\u73fe\u826f\u597d\u3002\u8986\u84cb\u7d22\u5f15\u53ef\u8b93\u8cc7\u6599\u5eab\u50c5\u4f7f\u7528\u7d22\u5f15\u5c31\u6eff\u8db3\u67e5\u8a62\uff0c\u907f\u514d\u8868\u683c\u67e5\u627e\u3002\u8907\u5408\u7d22\u5f15\u53ef\u52a0\u5feb\u5e38\u898b\u5916\u9375\u4e0a\u7684\u9023\u63a5\u64cd\u4f5c\u3002<\/p>\n<h2>\u4f55\u6642\u9032\u884c\u975e\u898f\u7bc4\u5316 \ud83d\udcc9<\/h2>\n<p>\u975e\u898f\u7bc4\u5316\u662f\u4e00\u9805\u523b\u610f\u7684\u6c7a\u5b9a\uff0c\u800c\u975e\u9810\u8a2d\u72c0\u614b\u3002\u61c9\u57fa\u65bc\u6548\u80fd\u76e3\u63a7\u7684\u8b49\u64da\u4f86\u505a\u51fa\u6c7a\u5b9a\uff0c\u800c\u975e\u6191\u7a7a\u5047\u8a2d\u3002<\/p>\n<table style=\"width: 100%; border-collapse: collapse;\">\n<colgroup>\n<col style=\"min-width: 25px;\"\/>\n<col style=\"min-width: 25px;\"\/>\n<col style=\"min-width: 25px;\"\/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p><strong>\u60c5\u5883<\/strong><\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p><strong>\u505a\u6cd5<\/strong><\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p><strong>\u63a8\u7406<\/strong><\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p><strong>\u9ad8\u5beb\u5165\u983b\u7387<\/strong><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4fdd\u6301\u898f\u7bc4\u5316<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u66f4\u65b0\u66f4\u5feb\u3002\u9700\u7dad\u8b77\u7684\u5197\u9918\u8cc7\u6599\u8f03\u5c11\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p><strong>\u9ad8\u8b80\u53d6\u983b\u7387<\/strong><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8003\u616e\u975e\u898f\u7bc4\u5316<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6e1b\u5c11\u9023\u63a5\u64cd\u4f5c\u3002\u6aa2\u7d22\u901f\u5ea6\u66f4\u5feb\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p><strong>\u8cc7\u6599\u4e00\u81f4\u6027\u81f3\u95dc\u91cd\u8981<\/strong><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4fdd\u6301\u898f\u7bc4\u5316<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u55ae\u4e00\u53ef\u4fe1\u4f86\u6e90\u53ef\u9632\u6b62\u8cc7\u6599\u504f\u79fb\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p><strong>\u5831\u8868\u8207\u5206\u6790<\/strong><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u975e\u898f\u7bc4\u5316<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u805a\u5408\u904b\u7b97\u8907\u96dc\uff1b\u9810\u5148\u8a08\u7b97\u6709\u52a9\u65bc\u63d0\u5347\u6548\u80fd\u3002<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p><strong>\u53ef\u64f4\u5c55\u6027\u9700\u6c42<\/strong><\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6df7\u5408\u65b9\u6cd5<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u62c6\u5206\u670d\u52d9\u6216\u4f7f\u7528\u5feb\u53d6\u5c64\u3002<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u6b0a\u8861\uff1a\u8cc7\u6599\u5b8c\u6574\u6027 vs \u901f\u5ea6 \u2699\ufe0f<\/h2>\n<p>\u6bcf\u6b21\u5f15\u5165\u5197\u9918\u6642\uff0c\u90fd\u53ef\u80fd\u5c0e\u81f4\u8cc7\u6599\u4e0d\u4e00\u81f4\u3002\u5982\u679c\u4f7f\u7528\u8005\u8b8a\u66f4\u4e86\u96fb\u5b50\u90f5\u4ef6\u5730\u5740\uff0c\u4f46\u96fb\u5b50\u90f5\u4ef6\u540c\u6642\u5132\u5b58\u5728 <code>\u4f7f\u7528\u8005<\/code> \u8868\u683c\u548c<code>\u901a\u77e5<\/code> \u8868\u683c\u4e2d\uff0c\u4e00\u6b21\u66f4\u65b0\u53ef\u80fd\u6703\u5931\u6557\u6216\u88ab\u5ffd\u7565\u3002\u9019\u88ab\u7a31\u70ba\u66f4\u65b0\u7570\u5e38\u3002<\/p>\n<p>\u70ba\u964d\u4f4e\u6b64\u98a8\u96aa\uff0c\u61c9\u7528\u7a0b\u5f0f\u908f\u8f2f\u5fc5\u9808\u7a69\u5065\u3002\u89f8\u767c\u5668\u53ef\u5f37\u5236\u4fdd\u6301\u4e00\u81f4\u6027\uff0c\u4f46\u6703\u589e\u52a0\u8907\u96dc\u6027\u3002\u53e6\u4e00\u7a2e\u9078\u64c7\u662f\u8a2d\u8a08\u8cc7\u6599\u7d50\u69cb\uff0c\u4f7f\u975e\u898f\u7bc4\u5316\u8cc7\u6599\u70ba\u884d\u751f\u4e14\u4e0d\u53ef\u8b8a\uff0c\u5f9e\u800c\u964d\u4f4e\u5206\u6b67\u7684\u98a8\u96aa\u3002<\/p>\n<h3>\u8655\u7406\u4e00\u81f4\u6027<\/h3>\n<ul>\n<li>\n<p><strong>\u61c9\u7528\u5c64\u908f\u8f2f\uff1a<\/strong> \u7de8\u5beb\u7a0b\u5f0f\u78bc\uff0c\u4ee5\u539f\u5b50\u65b9\u5f0f\u66f4\u65b0\u6240\u6709\u5197\u9918\u526f\u672c\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8cc7\u6599\u5eab\u89f8\u767c\u5668\uff1a<\/strong> \u8b93\u8cc7\u6599\u5eab\u81ea\u52d5\u5f37\u5236\u57f7\u884c\u898f\u5247\u3002\u9019\u53ef\u4f7f\u908f\u8f2f\u66f4\u63a5\u8fd1\u8cc7\u6599\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6700\u7d42\u4e00\u81f4\u6027\uff1a<\/strong> \u63a5\u53d7\u8cc7\u6599\u53ef\u80fd\u5728\u77ed\u6642\u9593\u5167\u904e\u6642\u3002\u4f7f\u7528\u80cc\u666f\u5de5\u4f5c\u4f86\u540c\u6b65\u5197\u9918\u8cc7\u6599\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>\u76e3\u63a7\u8207\u7dad\u8b77 \ud83d\udd27<\/h2>\n<p>\u975c\u614b\u8a2d\u8a08\u7121\u6cd5\u8003\u616e\u4f7f\u7528\u6a21\u5f0f\u7684\u8b8a\u5316\u3002\u4eca\u5929\u6709\u6548\u7684\u505a\u6cd5\uff0c\u660e\u5e74\u53ef\u80fd\u6210\u70ba\u74f6\u9838\u3002\u6301\u7e8c\u76e3\u63a7\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<h3>\u9700\u8ffd\u8e64\u7684\u95dc\u9375\u6307\u6a19<\/h3>\n<ul>\n<li>\n<p><strong>\u67e5\u8a62\u5ef6\u9072\uff1a<\/strong> \u76e3\u63a7\u95dc\u9375\u8b80\u53d6\u67e5\u8a62\u6240\u82b1\u8cbb\u7684\u6642\u9593\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u9023\u63a5\u6b21\u6578\uff1a<\/strong> \u8a18\u9304\u6bcf\u500b\u8907\u96dc\u67e5\u8a62\u7684\u9023\u63a5\u6b21\u6578\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5feb\u53d6\u547d\u4e2d\u7387\uff1a<\/strong> \u5982\u679c\u4f7f\u7528\u5feb\u53d6\uff0c\u8acb\u6aa2\u67e5\u662f\u5426\u6709\u6548\u964d\u4f4e\u4e86\u8cc7\u6599\u5eab\u8ca0\u8f09\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5beb\u5165\u5ef6\u9072\uff1a<\/strong> \u78ba\u4fdd\u53bb\u898f\u7bc4\u5316\u6c92\u6709\u904e\u5ea6\u964d\u4f4e\u5beb\u5165\u901f\u5ea6\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>\u7d50\u8ad6\uff1a\u60c5\u5883\u5316\u6c7a\u7b56 \ud83c\udfaf<\/h2>\n<p>\u8cc7\u6599\u5eab\u8a2d\u8a08\u4e26\u7121\u901a\u7528\u6a19\u6e96\u3002\u6700\u4f73\u7684ER\u5716\u662f\u7b26\u5408\u60a8\u7279\u5b9a\u5de5\u4f5c\u8ca0\u8f09\u7684\u90a3\u4e00\u500b\u3002\u898f\u7bc4\u5316\u63d0\u4f9b\u5b89\u5168\u6027\uff1b\u53bb\u898f\u7bc4\u5316\u63d0\u4f9b\u901f\u5ea6\u3002\u76ee\u6a19\u662f\u627e\u5230\u5e73\u8861\u9ede\u3002<\/p>\n<p>\u5f9e\u898f\u7bc4\u5316\u8a2d\u8a08\u958b\u59cb\uff0c\u4ee5\u78ba\u4fdd\u8cc7\u6599\u5b8c\u6574\u6027\u3002\u7576\u6027\u80fd\u74f6\u9838\u51fa\u73fe\u6642\uff0c\u8b58\u5225\u9020\u6210\u5ef6\u9072\u7684\u7279\u5b9a\u67e5\u8a62\u3002\u50c5\u5c0d\u9019\u4e9b\u5340\u57df\u61c9\u7528\u53bb\u898f\u7bc4\u5316\u6216\u5feb\u53d6\u3002\u9019\u7a2e\u8fed\u4ee3\u65b9\u6cd5\u53ef\u907f\u514d\u904e\u65e9\u512a\u5316\uff0c\u4e26\u78ba\u4fdd\u7cfb\u7d71\u9577\u671f\u53ef\u7dad\u8b77\u3002<\/p>\n<p>\u8acb\u8a18\u4f4f\uff0c\u6280\u8853\u4e0d\u65b7\u6f14\u9032\u3002\u65b0\u7684\u5132\u5b58\u5f15\u64ce\u8207\u67e5\u8a62\u512a\u5316\u5668\u6301\u7e8c\u964d\u4f4e\u9023\u63a5\u7684\u4ee3\u50f9\u3002\u5b9a\u671f\u6839\u64da\u7576\u524d\u80fd\u529b\u6aa2\u8996\u60a8\u7684\u8cc7\u6599\u7d50\u69cb\u3002\u5e73\u8861\u6703\u6539\u8b8a\uff0c\u60a8\u7684\u8a2d\u8a08\u4e5f\u5fc5\u9808\u96a8\u4e4b\u8abf\u6574\u3002<\/p>\n<p>\u900f\u904e\u7406\u89e3\u898f\u7bc4\u5316\u7684\u6a5f\u5236\u8207\u8b80\u53d6\u6548\u80fd\u7684\u73fe\u5be6\u60c5\u6cc1\uff0c\u60a8\u5c31\u80fd\u5efa\u69cb\u51fa\u65e2\u7a69\u5065\u53c8\u97ff\u61c9\u8fc5\u901f\u7684\u7cfb\u7d71\u3002\u5c08\u6ce8\u65bc\u8cc7\u6599\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u7a0b\u5f0f\u78bc\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8a2d\u8a08\u8cc7\u6599\u5eab\u7d50\u69cb\u5f88\u5c11\u662f\u901f\u5ea6\u8207\u7d50\u69cb\u4e4b\u9593\u7684\u4e8c\u5143\u9078\u64c7\u3002\u9019\u662f\u4e00\u7a2e\u59a5\u5354\u7684&hellip;<\/p>\n","protected":false},"author":1,"featured_media":1558,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_title":"\u5728ER\u5716\u4e2d\u5e73\u8861\u898f\u7bc4\u5316\u8207\u8b80\u53d6\u6548\u80fd","_yoast_wpseo_metadesc":"\u63a2\u7d22\u8cc7\u6599\u5b8c\u6574\u6027\u8207\u67e5\u8a62\u901f\u5ea6\u4e4b\u9593\u7684\u6b0a\u8861\u3002\u5b78\u7fd2\u898f\u7bc4\u5316\u3001\u53bb\u898f\u7bc4\u5316\uff0c\u4ee5\u53ca\u9ad8\u6548\u7387\u8cc7\u6599\u5eab\u7684ER\u8a2d\u8a08\u7b56\u7565\u3002","fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[65],"tags":[80,84],"class_list":["post-1557","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-database-design","tag-academic","tag-erd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u5728ER\u5716\u4e2d\u5e73\u8861\u898f\u7bc4\u5316\u8207\u8b80\u53d6\u6548\u80fd<\/title>\n<meta name=\"description\" content=\"\u63a2\u7d22\u8cc7\u6599\u5b8c\u6574\u6027\u8207\u67e5\u8a62\u901f\u5ea6\u4e4b\u9593\u7684\u6b0a\u8861\u3002\u5b78\u7fd2\u898f\u7bc4\u5316\u3001\u53bb\u898f\u7bc4\u5316\uff0c\u4ee5\u53ca\u9ad8\u6548\u7387\u8cc7\u6599\u5eab\u7684ER\u8a2d\u8a08\u7b56\u7565\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5728ER\u5716\u4e2d\u5e73\u8861\u898f\u7bc4\u5316\u8207\u8b80\u53d6\u6548\u80fd\" \/>\n<meta property=\"og:description\" content=\"\u63a2\u7d22\u8cc7\u6599\u5b8c\u6574\u6027\u8207\u67e5\u8a62\u901f\u5ea6\u4e4b\u9593\u7684\u6b0a\u8861\u3002\u5b78\u7fd2\u898f\u7bc4\u5316\u3001\u53bb\u898f\u7bc4\u5316\uff0c\u4ee5\u53ca\u9ad8\u6548\u7387\u8cc7\u6599\u5eab\u7684ER\u8a2d\u8a08\u7b56\u7565\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/\" \/>\n<meta property=\"og:site_name\" content=\"Ez Knowledge Traditional Chinese - Latest in AI &amp; Software Innovation\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-25T05:30:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1664\" \/>\n\t<meta property=\"og:image:height\" content=\"928\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"vpadmin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"vpadmin\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/\"},\"author\":{\"name\":\"vpadmin\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#\/schema\/person\/33c28d3655923323cf039801026316a1\"},\"headline\":\"\u5728\u5be6\u9ad4\u95dc\u4fc2\u5716\u4e2d\u5e73\u8861\u6b63\u898f\u5316\u8207\u8b80\u53d6\u6548\u80fd\",\"datePublished\":\"2026-03-25T05:30:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/\"},\"wordCount\":16,\"publisher\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg\",\"keywords\":[\"academic\",\"erd\"],\"articleSection\":[\"Database Design\"],\"inLanguage\":\"zh-TW\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/\",\"url\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/\",\"name\":\"\u5728ER\u5716\u4e2d\u5e73\u8861\u898f\u7bc4\u5316\u8207\u8b80\u53d6\u6548\u80fd\",\"isPartOf\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg\",\"datePublished\":\"2026-03-25T05:30:06+00:00\",\"description\":\"\u63a2\u7d22\u8cc7\u6599\u5b8c\u6574\u6027\u8207\u67e5\u8a62\u901f\u5ea6\u4e4b\u9593\u7684\u6b0a\u8861\u3002\u5b78\u7fd2\u898f\u7bc4\u5316\u3001\u53bb\u898f\u7bc4\u5316\uff0c\u4ee5\u53ca\u9ad8\u6548\u7387\u8cc7\u6599\u5eab\u7684ER\u8a2d\u8a08\u7b56\u7565\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#breadcrumb\"},\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#primaryimage\",\"url\":\"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg\",\"contentUrl\":\"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg\",\"width\":1664,\"height\":928},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.ez-knowledge.com\/tw\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5728\u5be6\u9ad4\u95dc\u4fc2\u5716\u4e2d\u5e73\u8861\u6b63\u898f\u5316\u8207\u8b80\u53d6\u6548\u80fd\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#website\",\"url\":\"https:\/\/www.ez-knowledge.com\/tw\/\",\"name\":\"Ez Knowledge Traditional Chinese - Latest in AI &amp; Software Innovation\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.ez-knowledge.com\/tw\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-TW\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#organization\",\"name\":\"Ez Knowledge Traditional Chinese - Latest in AI &amp; Software Innovation\",\"url\":\"https:\/\/www.ez-knowledge.com\/tw\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2025\/03\/ez-knowledge-logo.png\",\"contentUrl\":\"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2025\/03\/ez-knowledge-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Ez Knowledge Traditional Chinese - Latest in AI &amp; Software Innovation\"},\"image\":{\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.ez-knowledge.com\/tw\/#\/schema\/person\/33c28d3655923323cf039801026316a1\",\"name\":\"vpadmin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"caption\":\"vpadmin\"},\"sameAs\":[\"https:\/\/www.ez-knowledge.com\"],\"url\":\"https:\/\/www.ez-knowledge.com\/tw\/author\/vpadmin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5728ER\u5716\u4e2d\u5e73\u8861\u898f\u7bc4\u5316\u8207\u8b80\u53d6\u6548\u80fd","description":"\u63a2\u7d22\u8cc7\u6599\u5b8c\u6574\u6027\u8207\u67e5\u8a62\u901f\u5ea6\u4e4b\u9593\u7684\u6b0a\u8861\u3002\u5b78\u7fd2\u898f\u7bc4\u5316\u3001\u53bb\u898f\u7bc4\u5316\uff0c\u4ee5\u53ca\u9ad8\u6548\u7387\u8cc7\u6599\u5eab\u7684ER\u8a2d\u8a08\u7b56\u7565\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/","og_locale":"zh_TW","og_type":"article","og_title":"\u5728ER\u5716\u4e2d\u5e73\u8861\u898f\u7bc4\u5316\u8207\u8b80\u53d6\u6548\u80fd","og_description":"\u63a2\u7d22\u8cc7\u6599\u5b8c\u6574\u6027\u8207\u67e5\u8a62\u901f\u5ea6\u4e4b\u9593\u7684\u6b0a\u8861\u3002\u5b78\u7fd2\u898f\u7bc4\u5316\u3001\u53bb\u898f\u7bc4\u5316\uff0c\u4ee5\u53ca\u9ad8\u6548\u7387\u8cc7\u6599\u5eab\u7684ER\u8a2d\u8a08\u7b56\u7565\u3002","og_url":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/","og_site_name":"Ez Knowledge Traditional Chinese - Latest in AI &amp; Software Innovation","article_published_time":"2026-03-25T05:30:06+00:00","og_image":[{"width":1664,"height":928,"url":"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg","type":"image\/jpeg"}],"author":"vpadmin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005:":"vpadmin"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#article","isPartOf":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/"},"author":{"name":"vpadmin","@id":"https:\/\/www.ez-knowledge.com\/tw\/#\/schema\/person\/33c28d3655923323cf039801026316a1"},"headline":"\u5728\u5be6\u9ad4\u95dc\u4fc2\u5716\u4e2d\u5e73\u8861\u6b63\u898f\u5316\u8207\u8b80\u53d6\u6548\u80fd","datePublished":"2026-03-25T05:30:06+00:00","mainEntityOfPage":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/"},"wordCount":16,"publisher":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/#organization"},"image":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#primaryimage"},"thumbnailUrl":"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg","keywords":["academic","erd"],"articleSection":["Database Design"],"inLanguage":"zh-TW"},{"@type":"WebPage","@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/","url":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/","name":"\u5728ER\u5716\u4e2d\u5e73\u8861\u898f\u7bc4\u5316\u8207\u8b80\u53d6\u6548\u80fd","isPartOf":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#primaryimage"},"image":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#primaryimage"},"thumbnailUrl":"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg","datePublished":"2026-03-25T05:30:06+00:00","description":"\u63a2\u7d22\u8cc7\u6599\u5b8c\u6574\u6027\u8207\u67e5\u8a62\u901f\u5ea6\u4e4b\u9593\u7684\u6b0a\u8861\u3002\u5b78\u7fd2\u898f\u7bc4\u5316\u3001\u53bb\u898f\u7bc4\u5316\uff0c\u4ee5\u53ca\u9ad8\u6548\u7387\u8cc7\u6599\u5eab\u7684ER\u8a2d\u8a08\u7b56\u7565\u3002","breadcrumb":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#breadcrumb"},"inLanguage":"zh-TW","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/"]}]},{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#primaryimage","url":"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg","contentUrl":"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/balancing-normalization-read-performance-er-diagrams-infographic.jpg","width":1664,"height":928},{"@type":"BreadcrumbList","@id":"https:\/\/www.ez-knowledge.com\/tw\/balancing-normalization-read-performance-erd\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.ez-knowledge.com\/tw\/"},{"@type":"ListItem","position":2,"name":"\u5728\u5be6\u9ad4\u95dc\u4fc2\u5716\u4e2d\u5e73\u8861\u6b63\u898f\u5316\u8207\u8b80\u53d6\u6548\u80fd"}]},{"@type":"WebSite","@id":"https:\/\/www.ez-knowledge.com\/tw\/#website","url":"https:\/\/www.ez-knowledge.com\/tw\/","name":"Ez Knowledge Traditional Chinese - Latest in AI &amp; Software Innovation","description":"","publisher":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.ez-knowledge.com\/tw\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-TW"},{"@type":"Organization","@id":"https:\/\/www.ez-knowledge.com\/tw\/#organization","name":"Ez Knowledge Traditional Chinese - Latest in AI &amp; Software Innovation","url":"https:\/\/www.ez-knowledge.com\/tw\/","logo":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/www.ez-knowledge.com\/tw\/#\/schema\/logo\/image\/","url":"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2025\/03\/ez-knowledge-logo.png","contentUrl":"https:\/\/www.ez-knowledge.com\/tw\/wp-content\/uploads\/sites\/3\/2025\/03\/ez-knowledge-logo.png","width":512,"height":512,"caption":"Ez Knowledge Traditional Chinese - Latest in AI &amp; Software Innovation"},"image":{"@id":"https:\/\/www.ez-knowledge.com\/tw\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.ez-knowledge.com\/tw\/#\/schema\/person\/33c28d3655923323cf039801026316a1","name":"vpadmin","image":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","caption":"vpadmin"},"sameAs":["https:\/\/www.ez-knowledge.com"],"url":"https:\/\/www.ez-knowledge.com\/tw\/author\/vpadmin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/posts\/1557","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/comments?post=1557"}],"version-history":[{"count":0,"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/posts\/1557\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/media\/1558"}],"wp:attachment":[{"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/media?parent=1557"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/categories?post=1557"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ez-knowledge.com\/tw\/wp-json\/wp\/v2\/tags?post=1557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}